Stochastic Control Barrier Functions with Bayesian Inference for Unknown Stochastic Differential Equations

Chuanzheng Wang, Yiming Meng, Jun Liu +1

Control barrier functions are widely used to synthesize safety-critical controls. However, the presence of Gaussian-type noise in dynamical systems can generate unbounded signals a…